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Dojat, Michel
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1

Trustworthy clinical AI solutions: A unified review of unce..:

Lambert, Benjamin ; Forbes, Florence ; Doyle, Senan..
Artificial Intelligence in Medicine.  150 (2024)  - p. 102830 , 2024
Link: https://doi.org/10.1016/..
 
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2

Graph-based methods coupled with specific distributional di..:

Nwaigwe, Dwight ; Carboni, Lucrezia ; Mermillod, Martial..
Neural Networks.  169 (2024)  - p. 11-19 , 2024
Link: https://doi.org/10.1016/..
 
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3

Nodal-statistics-based equivalence relation for graph colle..:

Carboni, Lucrezia ; Dojat, Michel ; Achard, Sophie
Physical Review E.  107 (2023)  1 - p. , 2023
Link: https://doi.org/10.1103/..
 
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4

Brain Subtle Anomaly Detection Based on Auto-Encoders Laten..:

, In: 2023 IEEE 20th International Symposium on Biomedical Imaging (ISBI),
Pinon, Nicolas ; Oudoumanessah, Geoffroy ; Trombetta, Robin... - p. 1-5 , 2023
Link: https://doi.org/10.1109/..
 
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5

TriadNet: Sampling-Free Predictive Intervals for Lesional V..:

, In: Uncertainty for Safe Utilization of Machine Learning in Medical Imaging; Lecture Notes in Computer Science,
Lambert, Benjamin ; Forbes, Florence ; Doyle, Senan. - p. 32-41 , 2023
Link: https://doi.org/10.1007/..
 
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6

Multi-layer Aggregation as a Key to Feature-Based OOD Detec..:

, In: Uncertainty for Safe Utilization of Machine Learning in Medical Imaging; Lecture Notes in Computer Science,
Lambert, Benjamin ; Forbes, Florence ; Doyle, Senan. - p. 104-114 , 2023
Link: https://doi.org/10.1007/..
 
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7

ImUnity: A generalizable VAE-GAN solution for multicenter M..:

Cackowski, Stenzel ; Barbier, Emmanuel L. ; Dojat, Michel.
Medical Image Analysis.  88 (2023)  - p. 102799 , 2023
Link: https://doi.org/10.1016/..
 
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8

Editorial: Automatic methods for multiple sclerosis new les..:

Commowick, Olivier ; Combès, Benoît ; Cervenansky, Frédéric.
Frontiers in Neuroscience.  17 (2023)  - p. , 2023
Link: https://doi.org/10.3389/..
 
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9

Towards Frugal Unsupervised Detection of Subtle Abnormaliti..:

, In: Lecture Notes in Computer Science; Medical Image Computing and Computer Assisted Intervention – MICCAI 2023,
Oudoumanessah, Geoffroy ; Lartizien, Carole ; Dojat, Michel. - p. 411-421 , 2023
Link: https://doi.org/10.1007/..
 
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10

Anisotropic Hybrid Networks for Liver Tumor Segmentation wi..:

, In: Medical Image Computing and Computer Assisted Intervention – MICCAI 2023 Workshops; Lecture Notes in Computer Science,
Lambert, Benjamin ; Roca, Pauline ; Forbes, Florence.. - p. 347-356 , 2023
Link: https://doi.org/10.1007/..
 
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11

Subtle anomaly detection: Application to brain MRI analysis..:

Muñoz-Ramírez, Verónica ; Kmetzsch, Virgilio ; Forbes, Florence...
Artificial Intelligence in Medicine.  125 (2022)  - p. 102251 , 2022
Link: https://doi.org/10.1016/..
 
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12

Automated Quantification of Brain Lesion Volume From Post-t..:

Mistral, Thomas ; Roca, Pauline ; Maggia, Christophe...
Frontiers in Neurology.  12 (2022)  - p. , 2022
Link: https://doi.org/10.3389/..
 
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13

Effective connectivity in subcortical visual structures in ..:

Bellot, Emmanuelle ; Kauffmann, Louise ; Coizet, Véronique...
NeuroImage: Clinical.  33 (2022)  - p. 102906 , 2022
Link: https://doi.org/10.1016/..
 
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14

Beyond Voxel Prediction Uncertainty: Identifying Brain Lesi..:

, In: Lecture Notes in Computer Science; Interpretability of Machine Intelligence in Medical Image Computing,
Lambert, Benjamin ; Forbes, Florence ; Doyle, Senan.. - p. 61-70 , 2022
Link: https://doi.org/10.1007/..
 
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15

Multiple sclerosis lesions segmentation from multiple exper..:

Commowick, Olivier ; Kain, Michaël ; Casey, Romain...
NeuroImage.  244 (2021)  - p. 118589 , 2021
Link: https://doi.org/10.1016/..
 
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